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Just as with other components of a cryptosystem, a software random number generator should be designed to resist certain attacks. Some attacks possible on a RNG include (from [3]): Direct cryptanalytic attack when an attacker obtained part of the stream of random bits and can use this to distinguish the RNG output from a truly random stream.
Middle-Square Weyl Sequence RNG (see also middle-square method) 2017 B. Widynski [34] [35] A variation on John von Neumann's original middle-square method, this generator may be the fastest RNG that passes all the statistical tests. xorshiftr+: 2018 U. C. Çabuk, Ö. Aydın, and G. Dalkılıç [36] A modification of xorshift+.
A USB-pluggable hardware true random number generator. In computing, a hardware random number generator (HRNG), true random number generator (TRNG), non-deterministic random bit generator (NRBG), [1] or physical random number generator [2] [3] is a device that generates random numbers from a physical process capable of producing entropy (in other words, the device always has access to a ...
Dice are an example of a mechanical hardware random number generator. When a cubical die is rolled, a random number from 1 to 6 is obtained. Random number generation is a process by which, often by means of a random number generator (RNG), a sequence of numbers or symbols is generated that cannot be reasonably predicted better than by random chance.
The TAS developer has full control over the game's movement, per video frame, to record a sequence of fully precise inputs. Other tools include save states and branches, rewriting recorded inputs, splicing together best sequences, macros, and scripts to automate gameplay actions. These tools grant TAS creators precision and accuracy beyond a ...
For example, squaring the number "1111" yields "1234321", which can be written as "01234321", an 8-digit number being the square of a 4-digit number. This gives "2343" as the "random" number. Repeating this procedure gives "4896" as the next result, and so on. Von Neumann used 10 digit numbers, but the process was the same.
A standalone macro-recorder program allows a user to "record" mouse and keyboard functions for "playback" at a later time. This allows automating any activity in any software application: from copy-pasting spreadsheet data to operating system maintenance actions.
In the asymptotic setting, a family of deterministic polynomial time computable functions : {,} {,} for some polynomial p, is a pseudorandom number generator (PRNG, or PRG in some references), if it stretches the length of its input (() > for any k), and if its output is computationally indistinguishable from true randomness, i.e. for any probabilistic polynomial time algorithm A, which ...